Adeline Fermanian

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Locally Weighted

Linear Regression

Survival Analysis

Top Venues

Comput. Stat. Data Anal.

J. Multivar. Anal.

Publications

Linus Bleistein, Van-Tuan Nguyen, Adeline Fermanian, Agathe Guilloux
Dynamical Survival Analysis with Controlled Latent States. CoRR (2024)
Sobihan Surendran, Antoine Godichon-Baggioni, Adeline Fermanian, Sylvain Le Corff
Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation. CoRR (2024)
Massil Hihat, Guillaume Garrigos, Adeline Fermanian, Simon Bussy
Multivariate Online Linear Regression for Hierarchical Forecasting. CoRR (2024)
Linus Bleistein, Adeline Fermanian, Anne-Sophie Jannot, Agathe Guilloux
Learning the Dynamics of Sparsely Observed Interacting Systems. ICML (2023)
Linus Bleistein, Adeline Fermanian, Anne-Sophie Jannot, Agathe Guilloux
Learning the Dynamics of Sparsely Observed Interacting Systems. CoRR (2023)
Adeline Fermanian, Terry J. Lyons, James Morrill, Cristopher Salvi
New directions in the applications of rough path theory. CoRR (2023)
Pierre Marion, Adeline Fermanian, Gérard Biau, Jean-Philippe Vert
Scaling ResNets in the Large-depth Regime. CoRR (2022)
Adeline Fermanian
Functional linear regression with truncated signatures. J. Multivar. Anal. 192 (2022)
Adeline Fermanian
Embedding and learning with signatures. Comput. Stat. Data Anal. 157 (2021)
Adeline Fermanian, Pierre Marion, Jean-Philippe Vert, Gérard Biau
Framing RNN as a kernel method: A neural ODE approach. NeurIPS (2021)
Adeline Fermanian, Pierre Marion, Jean-Philippe Vert, Gérard Biau
Framing RNN as a kernel method: A neural ODE approach. CoRR (2021)
James Morrill, Adeline Fermanian, Patrick Kidger, Terry J. Lyons
A Generalised Signature Method for Time Series. CoRR (2020)
Adeline Fermanian
Embedding and learning with signatures. CoRR (2019)